Takeover Tracker

Side-by-Side Comparison

MetricExcavating and Loading Machine and Dragline OperatorsCrushing, Grinding, and Polishing Machine Setters, Operators, and Tenders
Risk Score22.7%41.7%
Risk TierLow RiskMedium Risk
Risk Percentile13th85th
Tasks at Risk (>50%)5 / 1512 / 15
Median SalaryN/A$46,890
EmploymentN/A29K

Skill Comparison

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Sorted by largest difference

Operating Vehicles, Mechanized Devices, or Equipment
Inspecting Equipment, Structures, or Material
Depth Perception
Coaching and Developing Others
Coordinating the Work and Activities of Others
Spatial Orientation
Thinking Creatively
Mechanical
Making Decisions and Solving Problems
Monitor Processes, Materials, or Surroundings
Response Orientation
Developing Objectives and Strategies

Protective Factors

Higher values indicate stronger protection against AI displacement

Excavating and Loading Machine and Dragline Operators

28%

total discount

Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Excavating and Loading Machine and Dragline Operators

5 of 15 at risk
86%Receive written or oral instructions regarding material movement or excavation.
84%Become familiar with digging plans, machine capabilities and limitations, and with efficient and safe digging procedures in a given application.
84%Measure and verify levels of rock or gravel, bases, or other excavated material.
53%Move materials over short distances, such as around a construction site, factory, or warehouse.
51%Adjust dig face angles for varying overburden depths and set lengths.

Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders

12 of 15 at risk
88%Read work orders to determine production specifications and information.
84%Test samples of materials or products to ensure compliance with specifications, using test equipment.
65%Weigh or measure materials, ingredients, or products at specified intervals to ensure conformance to requirements.
63%Observe operation of equipment to ensure continuity of flow, safety, and efficient operation, and to detect malfunctions.
63%Tend accessory equipment, such as pumps and conveyors, to move materials or ingredients through production processes.

Wage Comparison

Excavating and Loading Machine and Dragline OperatorsCrushing, Grinding, and Polishing Machine Setters, Operators, and Tenders
10th
N/A$35,380
25th
N/A$38,990
Median
N/A$46,890
75th
N/A$58,440
90th
N/A$65,980

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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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